#####

#####
FOURTH
INTERNATIONAL SYMPOSIUM ON

IMPRECISE PROBABILITIES AND THEIR APPLICATIONS

#####
Carnegie Mellon University

Pittsburgh, PA, USA

July 20-23 2005

####
ISIPTA'05 ELECTRONIC PROCEEDINGS

You can get more information about each paper by clicking on it.

A New Score for Independence Based on the Imprecise Dirichlet Model
* Joaquín Abellán, Serafín Moral *

Fast Algorithms for Robust Classification with Bayesian Nets
* Alessandro Antonucci, Marco Zaffalon *

Comparative Ignorance and the Ellsberg Phenomenon
* Horacio Arlo-Costa, Jeffrey Helzner *

Comparing Methods for Joint Objective and Subjective Uncertainty Propagation with an example in a risk assessment
* Cédric Baudrit, Didier Dubois *

Possibilistic networks with locally weighted knowledge bases
* Salem Benferhat, Salma Smaoui *

Electric Company Portfolio Optimization Under Interval Stochastic Dominance Constraints
* Dan Berleant, Mathieu Dancre, Jean-Philippe Argaud, Gerald Sheble *

Some theoretical properties of interval-valued conditional probability assessments
* Veronica Biazzo, Angelo Gilio *

On eventwise aggregation of coherent lower probabilities
* Andrew Bronevich *

Computing Lower and Upper Expectations under Epistemic Independence
* Cassio Campos, Fabio Cozman *

Application of a hill-climbing algorithm to exact and approximate inference in credal networks
* Andrés Cano, Manuel Gómez, Serafín Moral *

Configurations of Locally Strong Coherence in the Presence of Conditional Exchangeability (the case of cardinality k <= 3)
* Andrea Capotorti *

Likelihood-Based Statistical Decisions
* Marco Cattaneo *

Answers to Two Questions of Fishburn on Subset Comparisons in Comparative Probability Orderings
* Robin Christian, Arkadii Slinko *

Learning from multinomial data: a nonparametric predictive alternative to the Imprecise Dirichlet Model
* Frank Coolen, Thomas Augustin *

Evidential modeling for pose estimation
* Fabio Cuzzolin, Ruggero Frezza *

n-Monotone lower previsions and lower integrals
* Gert De Cooman, Matthias Troffaes, Enrique Miranda *

S-Independence and S-Conditional independence with respect to Upper and Lower Conditional Probabilities Assigned by Hausdorff Outer and Inner Measures
* Serena Doria *

Computing the Join Range of a Set of Expectations
* Charles Geyer, Radu Lazar, Glen Meeden *

Basing Probabilistic Logic on Gambles
* Peter Gillett, Richard Scherl, Glenn Shafer *

Objective Imprecise Probabilistic Information, Second Order Beliefs and Ambiguity Aversion: an Axiomatization
* Raphaël Giraud *

Towards a Unifying Theory of Logical and Probabilistic Reasoning
* Rolf Haenni *

Dynamically Consistent Updating of MaxMin EU and MaxMax EU Preferences
* Eran Hanany, Peter Klibanoff *

Approximate Inference in Credal Networks by Variational Mean Field Methods
* Jaime Ide, Fabio Cozman *

A Granular Semantics for Fuzzy Measures and its Application to Climate Change Scenarios
* Jonathan Lawry, Jim Hall, Guangtao Fu *

Decision Making with Imprecise and Fuzzy Probabilities - a Comparison
* Sven-Hendrik Lossin *

Nonmonotonic Probabilistic Logics under Variable-Strength Inheritance with Overriding: Algorithms and Implementation in nmproblog
* Thomas Lukasiewicz *

On Coherent Variability Measures and Conditioning
* Sebastian Maass *

On the Existence of Extremal Cones and Comparative Probability Orderings
* Simon Marshall *

Bayesianism Without Priors, Acts Without Consequences
* Robert Nau *

Envelope Theorems and Dilation with Convex Conditional Previsions
* Renato Pelessoni, Paolo Vicig *

Limits of Learning from Imperfect Observations under Prior Ignorance: the Case of the Imprecise Dirichlet Model
* Alberto Piatti, Marco Zaffalon, Fabio Trojani *

Imprecise probability models for inference in exponential families
* Erik Quaeghebeur, Gert De Cooman *

Estimation of Chaotic Probabilities
* Leandro Rego, Terrence Fine *

No Double Counting Semantics for Conditional Independence
* Prakash P. Shenoy *

A Protocol for the Elicitation of Imprecise Probabilities
* Alane Alves Silva, Fernando Campello de Souza *

Generalized Conditioning in Neighbourhood Models
* Damjan Škulj *

Ordinal Subjective Foundations for Finite-domain Probability Agreement
* Paul Snow *

Variable Selection in Classification Trees Based on Imprecise Probabilities
* Carolin Strobl *

Powerful algorithms for decision making under partial prior information and general ambiguity attitudes
* Lev Utkin, Thomas Augustin *

Decision making under incomplete data using the imprecise Dirichlet model
* Lev Utkin, Thomas Augustin *

The role of coherence for the integration of different sources
* Barbara Vantaggi *

On an Interval-Valued Solution of the Marginal Problem
* Jirina Vejnarova, Radim Jirousek, Vladislav Bína *

Maximal Number of Vertices of Polytopes Defined by F-Probabilities
* Anton Wallner *

The Logical Concept of Probability and Statistical Inference
* Kurt Weichselberger *

Conservative Rules for Predictive Inference with Incomplete Data
* Marco Zaffalon *

Arithmetic on random variables: squeezing the envelopes with new joint distribution constraints
* Jianzhong Zhang, Dan Berleant *